Dataset Versions

v13

2023-06-15 12:32pm

Generated on Jun 15, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 95%
2574Images
Valid Set 4%
100Images
Test Set 2%
45Images

Preprocessing

Resize: Fit within 1280x1280
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%

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